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Svelte 5 Migration: Refactoring Complex RxJS Stores to Runes ($state)

  The Hook You are migrating a large-scale Svelte 4 application to Svelte 5. You have heavily relied on RxJS  BehaviorSubjects  or complex observable chains to manage asynchronous state (websockets, search typeaheads, complex data modeling). In Svelte 4, the auto-subscription syntax ( $store ) made RxJS interoperability seamless. In Svelte 5, however, the paradigm shifts to Runes ( $state ,  $derived ). Attempting to mix the push-based nature of RxJS with the pull-based, granular reactivity of Runes often results in "reactivity gaps"—where the UI fails to update because the Signal graph doesn't realize the Observable stream has emitted a new value. The Why: Signal Graph vs. Event Stream The fundamental issue lies in how Svelte 5 tracks dependencies. Svelte 4 (Compiled Reactivity):  The  $  prefix was compiler sugar. It generated code to  .subscribe()  to the store and trigger a component invalidate on every emission. Svelte 5 (Runtime Signals...

Angular Signals vs RxJS: Determining the Right Architecture for Async State

  The Trap: Signal-Only Dogmatism The introduction of Signals in Angular led to a predictable over-correction: developers are attempting to purge RxJS entirely from their codebases. The friction point is almost always asynchronous data fetching based on user input (e.g., search type-aheads, dependent dropdowns, or paginated lists). In the RxJS era,  switchMap  was the definitive solution for handling race conditions. It automatically cancelled pending requests when new emissions occurred. When developers attempt to port this logic purely to Signals using  computed  or  effect , they encounter a critical architectural wall. A  computed  signal cannot be asynchronous, and an  effect  should rarely write to other signals. Consequently, we see code like this entering production: // ❌ ANTI-PATTERN: The "Manual SwitchMap" effect(async (onCleanup) => { const query = this.searchQuery(); let active = true; onCleanup(() => { active = ...